public override void Init(KohonenSOM parent)
{
this.m_Parent = parent;
float[,] globalInput = new float[m_Parent.DataSource.GetPatternCount(), m_Parent.DataSource.GetPatternLength()];
for (int i = 0; i < m_Parent.DataSource.PatternCount; ++i)
{
for (int j = 0; j < m_Parent.DataSource.GetPatternLength(); ++j)
{
globalInput[i, j] = m_Parent.DataSource.GetPattern(i)[j];
}
}
m_GPUInput = new DisposableFloatParallelArray(globalInput);
m_GPUWeight = new DisposableFloatParallelArray(m_Parent.NeuronMap);
m_GPUCoord = new DisposableFloatParallelArray(m_Parent.NeuronMapCoordArray);
}
private void Form1_Load(object sender, EventArgs e)
{
//New version
IDataSource ds = new ColorFromTextDataSource("colors");
IDataSource ds2 = new TimeSerieDataSource("stocks.txt", 16);
int[] mapsize = new int [2];
int size = 10;
mapsize[0] = size;
mapsize[1] = size;
IMapShape ms = new SquareShape(mapsize);
IKohonenCore kcgpu = new MSRAcceleratorKohonenCore();
IKohonenCore kccpu = new CPUKohonenCore();
somcpu = new KohonenSOM(kccpu, ms, ds2);
somgpu = new KohonenSOM(kcgpu, ms, ds2);
somcpu.Init();
somgpu.Init();
//pictureBox1.Image = som.ToWeightBitmap();
//
}
public override void Init(KohonenSOM parent)
{
this.m_Parent = parent;
float[,] globalInput = new float[m_Parent.DataSource.GetPatternCount(), m_Parent.DataSource.GetPatternLength()];
for (int i = 0; i < m_Parent.DataSource.PatternCount; ++i)
for (int j = 0; j < m_Parent.DataSource.GetPatternLength(); ++j)
{
globalInput[i, j] = m_Parent.DataSource.GetPattern(i)[j];
}
m_GPUInput = new DisposableFloatParallelArray(globalInput);
m_GPUWeight = new DisposableFloatParallelArray(m_Parent.NeuronMap);
m_GPUCoord = new DisposableFloatParallelArray(m_Parent.NeuronMapCoordArray);
}
public abstract void Init(KohonenSOM parent);
public override void Init(KohonenSOM parent)
{
this.m_Parent = parent;
m_BMUCoord = new float[this.m_Parent.NeuronMapShape.Dimension];
m_BMUWeight = new float[this.m_Parent.DataSource.GetPatternLength()];
}
public abstract void Init(KohonenSOM parent);
public override void Init(KohonenSOM parent)
{
this.m_Parent = parent;
m_BMUCoord = new float[this.m_Parent.NeuronMapShape.Dimension];
m_BMUWeight = new float[this.m_Parent.DataSource.GetPatternLength()];
}
